Publikationen von H Hachiya

Zeitschriftenartikel (2)

1.
Zeitschriftenartikel
Hachiya, H.; Peters, J.; Sugiyama, M.: Reward-Weighted Regression with Sample Reuse for Direct Policy Search in Reinforcement Learning. Neural computation 23 (11), S. 2798 - 2832 (2011)
2.
Zeitschriftenartikel
Hachiya, H.; Akiyama, T.; Sugiyama, M.; Peters, J.: Adaptive Importance Sampling for Value Function Approximation in Off-policy Reinforcement Learning. Neural networks 22 (10), S. 1399 - 1410 (2009)

Konferenzbeitrag (3)

3.
Konferenzbeitrag
Hachiya, H.; Peters, J.; Sugiyama, M.: Efficient Sample Reuse in EM-Based Policy Search. In: Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, S. 469 - 484 (Hg. Buntine, W.; Grobelnik, M.; Mladenic, D.; Shaw-Taylor, J.). 16th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2009), Bled, Slovenia, 07. September 2009 - 11. September 2009. Springer, Berlin, Germany (2009)
4.
Konferenzbeitrag
Hachiya, H.; Akiyama, T.; Sugiyama, M.; Peters, J.: Efficient data reuse in value function approximation. In: 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, S. 8 - 15. 2009 IEEE International Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL 2009), Nashville, TN, USA, 30. März 2009 - 02. April 2009. IEEE Service Center, Piscataway, NJ, USA (2009)
5.
Konferenzbeitrag
Hachiya, H.; Akiyama, T.; Sugiyama, M.; Peters, J.: Adaptive Importance Sampling with Automatic Model Selection in Value Function Approximation. In: Twenty-Third Conference on Artificial Intelligence 2008, S. 1351 - 1356 (Hg. Fox, D.; Gomes, C.). Twenty-Third Conference on Artificial Intelligence 2008, Chicago, IL, USA, 13. Juli 2008 - 17. Juli 2008. AAAI Press, Menlo Park, CA, USA (2008)
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